Combination of Deep Recurrent Neural Networks and Conditional Random Fields for Extracting Adverse Drug Reactions from User Reviews

Adverse drug reactions (ADRs) are an essential part of the analysis of drug use, measuring drug use benefits, and making policy decisions. Traditional channels for identifying ADRs are reliable but very slow and only produce a small amount of data. Text reviews, either on specialized web sites or in...

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Detalles Bibliográficos
Autores principales: Tutubalina, Elena, Nikolenko, Sergey
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5605929/
https://www.ncbi.nlm.nih.gov/pubmed/29177027
http://dx.doi.org/10.1155/2017/9451342

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5605929/
https://www.ncbi.nlm.nih.gov/pubmed/29177027
http://dx.doi.org/10.1155/2017/9451342

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